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adversarial robustness

1335 papers

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Also known as

UAP PAR ADV AR

Co-occurring keywords

adversarial training (1261) adversarial attack (1599) neural network (6616) adversarial example (563) adversarial learning (1592) model robustness (478) adversarial defense (324) large language model (12755) certified robustness (116) adversarial perturbation (376)

Papers

Improving Adversarial Robustness via Guided Complement Entropy ICCV 2019
SparseFool: A Few Pixels Make a Big Difference CVPR 2019
Feature Denoising for Improving Adversarial Robustness CVPR 2019
Sparse and Imperceivable Adversarial Attacks ICCV 2019
Adversarial Robustness vs. Model Compression, or Both? ICCV 2019
Scalable Verified Training for Provably Robust Image Classification ICCV 2019
Robustra: Training Provable Robust Neural Networks over Reference Adversarial Space IJCAI 2019
Improving the Robustness of Deep Reading Comprehension Models by Leveraging Syntax Prior EMNLP 2019
Interpreting and Evaluating Neural Network Robustness IJCAI 2019
Exploring the Landscape of Spatial Robustness ICML 2019
Barrage of Random Transforms for Adversarially Robust Defense CVPR 2019
Robustness of 3D Deep Learning in an Adversarial Setting CVPR 2019
Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers NIPS 2019
Outlier-robust estimation of a sparse linear model using $\ell_1$-penalized Huber's $M$-estimator NIPS 2019
Are Labels Required for Improving Adversarial Robustness? NIPS 2019
Improving Transferability of Adversarial Examples With Input Diversity CVPR 2019
Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention CVPR 2019
On the Convergence and Robustness of Adversarial Training ICML 2019
Certified Robustness to Adversarial Word Substitutions EMNLP 2019
Towards Adversarially Robust Object Detection ICCV 2019
3D Volumetric Modeling with Introspective Neural Networks AAAI 2019
RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications AAAI 2019
PROVEN: Verifying Robustness of Neural Networks with a Probabilistic Approach ICML 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019
ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019